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Social Media Analysis for Accurate Association Relational Engine

Research Project

Project/Area Number 20500093
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Media informatics/Database
Research InstitutionOsaka University

Principal Investigator

HARA Takahiro  Osaka University, 大学院・情報科学研究科, 准教授 (20294043)

Co-Investigator(Kenkyū-buntansha) NAKAYAMA Kotaro  東京大学, 知の構造化センター, 特任助教 (00512097)
Project Period (FY) 2008 – 2010
Project Status Completed (Fiscal Year 2010)
Budget Amount *help
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2010: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2009: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2008: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Keywords人工知能 / 情報システム / 情報検索 / ソーシャルメディア / 連想検索 / スケーラビリティ / Wikipedia / データベース
Research Abstract

Social media systems allow users to construct contents collaboratively on the Web. Because of the unique characteristics such as coverage and accuracy, it has become one of the promising corpora for knowledge extraction. However, there exist two major technical issues on social media analysis ; scalability and credibility. In this research project, to solve these problems, we have conducted a series of research ; 1) scalable association extraction, 2) machine learning for finding important features, 3) a large scale test collection construction and 4) integrated analysis across different types of resources.

Report

(4 results)
  • 2010 Annual Research Report   Final Research Report ( PDF )
  • 2009 Annual Research Report
  • 2008 Annual Research Report
  • Research Products

    (45 results)

All 2011 2010 2009 2008 Other

All Journal Article (13 results) (of which Peer Reviewed: 13 results) Presentation (28 results) Remarks (4 results)

  • [Journal Article] WikipediaとWebの情報を組み合わせたオントロジ構築の試み2011

    • Author(s)
      白川真澄, 中山浩太郎, 荒牧英治, 原隆浩, 西尾章治郎
    • Journal Title

      電子情報通信学会和文論文誌 Vol.94, No.3

      Pages: 525-539

    • NAID

      110008460412

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] 神経細胞移動に着想を得た自己組織化マップによるwikipediaリンクデータの可視化2011

    • Author(s)
      中山浩太郎
    • Journal Title

      日本データベース学会論文誌 Vol.9, No.3

      Pages: 19-24

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Semantic Relatedness Measurement based on Wikipedia Link Co-occurrence Analysis2011

    • Author(s)
      M. Ito, K.Nakayama, T.Hara, S.Nishio
    • Journal Title

      International Journal of Web Information Systems (IJWIS) Vol.7, No.1

      Pages: 44-61

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Semantic relatedness measurement based on wikipedia link co-occurrence analysis2011

    • Author(s)
      M.Ito, K.Nakayama, T.Hara, S.Nishio
    • Journal Title

      International Journal of Web Information Systems (IJWIS)

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 神経細胞移動に着想を得た自己組織化マップによるWikipediaリンクデータの可視化2011

    • Author(s)
      中山浩太郎
    • Journal Title

      日本データベース学会論文誌

      Volume: Vol.9, No.3 Pages: 19-24

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] WikipediaとWebの情報を組み合わせたオントロジ構築の試み2011

    • Author(s)
      白川真澄, 中山浩太郎, 荒牧英治, 原隆浩, 西尾章治郎
    • Journal Title

      電子情報通信学会和文論文誌

      Volume: No.3 Pages: 525-539

    • NAID

      110008460412

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 格助詞付きWeb検索クエリを用いた関連のある概念間の関係抽出2010

    • Author(s)
      白川真澄, 中山浩太郎, 荒牧英治, 原隆浩, 西尾章治郎
    • Journal Title

      日本データベース学会論文誌

      Volume: Vol.9, No.1 Pages: 35-40

    • NAID

      40017216472

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Improving the Extraction of Bilingual Terminology from Wikipedia2009

    • Author(s)
      M. Erdmann, K.Nakayama, T.Hara, S.Nishio
    • Journal Title

      ACM Trans. on Multimedia Computing, Communications and Applications Vol.5, No.4

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Improving the extraction of bilingual terminology from wikipedia2009

    • Author(s)
      Erdmann, M., 中山浩太郎, 原隆浩, 西尾章治郎
    • Journal Title

      ACM Transactions on Multimedia Computing, Communications and Applications Vol. 5 Issue 4

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Wikipedia マイニング : Wikipedia 研究のサーベイ2009

    • Author(s)
      中山浩太郎, 伊藤雅弘, Erdmann, M., 白川真澄, 道下智之, 原隆浩, 西尾章治郎
    • Journal Title

      情報処理学会論文誌 : データベース (TOD) Vol. 2 No. 4

      Pages: 49-60

    • NAID

      110007990066

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Wikipedia マイニング近未来チャレンジキックオフ編2009

    • Author(s)
      中山浩太郎, 伊藤雅弘, Erdmann, M., 白川真澄, 道下智之, 原隆浩, 西尾章治郎
    • Journal Title

      人工知能学会論文誌 Vol. 24 No. 6

      Pages: 549-557

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 自然言語処理とリンク構造解析を利用したWikipediaからのWebオントロジ自動構築2008

    • Author(s)
      中山浩太郎, 原隆浩, 西尾章治郎
    • Journal Title

      日本データベース学会論文誌 Vol. 7 No. 1

      Pages: 67-72

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Extraction of Bilingual Terminology from a Multilingual Web-based Encyclopedia2008

    • Author(s)
      M. Erdmann, K. Nakayama, T. Hara, S. Nishio
    • Journal Title

      情報処理学会論文誌(IPSJ Journal) Vol. 3 No. 3

      Pages: 564-575

    • NAID

      130000058172

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Presentation] A self organizing document map algorithm for large scale hyperlinked data inspired by neuronal migration2011

    • Author(s)
      K.Nakayama, Y.Matsuo
    • Organizer
      International World Wide Web Conference (WWW)
    • Place of Presentation
      Hyderabad, India
    • Year and Date
      2011-03-28
    • Related Report
      2010 Annual Research Report
  • [Presentation] 実践Wikipediaマイニング2011

    • Author(s)
      中山浩太郎
    • Organizer
      データ工学と情報マネジメントに関するフォーラム
    • Place of Presentation
      静岡県伊豆市
    • Year and Date
      2011-02-28
    • Related Report
      2010 Annual Research Report
  • [Presentation] 複数語句から構成されるコンテキストを考慮した連想関係の抽出2011

    • Author(s)
      白川真澄, 中山浩太郎, 原隆浩, 西尾章治郎
    • Organizer
      データ工学と情報マネジメントに関するフォーラム
    • Place of Presentation
      伊豆市, 静岡県
    • Year and Date
      2011-02-27
    • Related Report
      2010 Annual Research Report
  • [Presentation] Relation Extraction between Related Concepts by Combining Wikipedia and Web Information for Japanese Language2010

    • Author(s)
      M. Shirakawa, K. Nakayama, T. Hara, S. Nishio
    • Organizer
      Asia Information Retrieval Societies Conference (AIRS)
    • Year and Date
      2010-12-06
    • Related Report
      2010 Final Research Report
  • [Presentation] Bilingual terminology extraction from wikipedia combined with web search engine results2010

    • Author(s)
      M.Erdmann, K.Nakayama, T.Hara, S.Nishio
    • Organizer
      電子情報通信学会技術研究報告データ工学研究会DE2010-26
    • Place of Presentation
      東京都千代田区
    • Year and Date
      2010-12-06
    • Related Report
      2010 Annual Research Report
  • [Presentation] Wikipediaの多様な特徴を利用した概念間関連度と有用な特徴の調査2010

    • Author(s)
      伊藤雅弘, 中山浩太郎, 原隆浩, 西尾章治郎
    • Organizer
      電子情報通信学会技術研究報告データ工学研究会DE2010-26
    • Place of Presentation
      東京都千代田区
    • Year and Date
      2010-12-06
    • Related Report
      2010 Annual Research Report
  • [Presentation] Relation extraction between related concepts by combining wikipedia and web information for Japanese language2010

    • Author(s)
      M.Shirakawa, K.Nakayama, T.Hara, S.Nishio
    • Organizer
      Asia Information Retrieval Societies Conference (AIRS)
    • Place of Presentation
      Taipei, Taiwan
    • Year and Date
      2010-12-01
    • Related Report
      2010 Annual Research Report
  • [Presentation] 格フレームを考慮したWeb検索スニペット解析による動作関係抽出2010

    • Author(s)
      白川真澄, 中山浩太郎, 荒牧英治, 原隆浩, 西尾章治郎
    • Organizer
      情報処理学会研究報告 データベースシステム研究会
    • Place of Presentation
      東京都新宿区
    • Year and Date
      2010-11-13
    • Related Report
      2010 Annual Research Report
  • [Presentation] MIGSOM:神経細胞移動モデルに基づく自己組織化マップ~大規模リンクドデータへの応用~2010

    • Author(s)
      中山浩太郎
    • Organizer
      Webとデータベースに関するフォーラム(WebDB Forum 2010)
    • Place of Presentation
      東京都新宿区
    • Year and Date
      2010-11-12
    • Related Report
      2010 Annual Research Report
  • [Presentation] Media Wikiの内部クラスと応用研究2010

    • Author(s)
      中山浩太郎
    • Organizer
      WikiMedia Conference Japan Teck Talk
    • Place of Presentation
      東京都千代田区
    • Year and Date
      2010-11-02
    • Related Report
      2010 Annual Research Report
  • [Presentation] Wikipediaと知の構造化2010

    • Author(s)
      中山浩太郎
    • Organizer
      DBSJソーシャルコンピューティングシンポジウム
    • Place of Presentation
      東京都渋谷区
    • Year and Date
      2010-06-30
    • Related Report
      2010 Annual Research Report
  • [Presentation] WikipediaシソーラスVer.32010

    • Author(s)
      中山浩太郎
    • Organizer
      人工知能学会全国大会(JSAI2010)
    • Place of Presentation
      長崎県長崎市
    • Year and Date
      2010-06-10
    • Related Report
      2010 Annual Research Report
  • [Presentation] Web上の情報を用いたWikipedia記事の信頼性評価に関する検討2010

    • Author(s)
      伊藤雅弘, 中山浩太郎, 原隆浩, 西尾章治郎
    • Organizer
      人工知能学会全国大会(JSAI2010)
    • Place of Presentation
      長崎県長崎市
    • Year and Date
      2010-06-10
    • Related Report
      2010 Annual Research Report
  • [Presentation] Using an svm classifier to improve the extraction of bilingual terminology from wikipedia2009

    • Author(s)
      M.Erdmann, K.Nakayama, T.Hara, S.Nishio
    • Organizer
      WikiAI conjunction with International Joint Conference on Artificial Intelligence
    • Place of Presentation
      California, USA
    • Year and Date
      2009-07-13
    • Related Report
      2009 Annual Research Report
  • [Presentation] Wikipedia のカテゴリ構造解析とクラスタリングによる概念ベクトルの生成2009

    • Author(s)
      白川真澄, 中山浩太郎, 原隆浩, 西尾章治郎
    • Organizer
      第23回人工知能学会全国大会
    • Place of Presentation
      サンポートホール高松
    • Year and Date
      2009-06-17
    • Related Report
      2009 Annual Research Report
  • [Presentation] Wikipedia の概念に基づく連想関係テストコレクション「WikiSimi3000」2009

    • Author(s)
      伊藤雅弘, 中山浩太郎, 原隆浩, 西尾章治郎
    • Organizer
      第23回人工知能学会全国大会
    • Place of Presentation
      サンポートホール高松
    • Year and Date
      2009-06-17
    • Related Report
      2009 Annual Research Report
  • [Presentation] ウィキペディアを用いた語義曖昧性解消手法と情報検索への応用2009

    • Author(s)
      道下智之, 中山浩太郎, 原隆浩, 西尾章治郎
    • Organizer
      第23回人工知能学会全国大会
    • Place of Presentation
      サンポートホール高松
    • Year and Date
      2009-06-17
    • Related Report
      2009 Annual Research Report
  • [Presentation] Wikipedia relatedness measurement methods and influential features2009

    • Author(s)
      K. Nakayama, M. Ito, T. Hara, S. Nishio
    • Organizer
      IEEE International Symposium on Mining and Web (MAW)
    • Year and Date
      2009-05-26
    • Related Report
      2010 Final Research Report
  • [Presentation] Wikipedia relatedness measurement methods and influential features2009

    • Author(s)
      中山浩太郎, 伊藤雅弘, 原隆浩, 西尾章治郎
    • Organizer
      IEEE International Symposium on Mining and Web (MAW)
    • Place of Presentation
      Bradford, UK
    • Year and Date
      2009-05-26
    • Related Report
      2009 Annual Research Report
  • [Presentation] Wikipediaからの連想シソーラス構築プロジェクト2009

    • Author(s)
      伊藤雅弘, 中山浩太郎, 原隆浩, 西尾章治郎
    • Organizer
      人工知能学会セマンティックWebとオントロジ研究会
    • Place of Presentation
      東京
    • Year and Date
      2009-01-22
    • Related Report
      2008 Annual Research Report
  • [Presentation] Concept Vector Extraction from Wikipedia Category Network2009

    • Author(s)
      M. Shirakawa, K. Nakayama, T. Hara, S. Nishio
    • Organizer
      International Conference on Ubiquitous Information Management and Communication
    • Place of Presentation
      Suwon, Korea
    • Year and Date
      2009-01-15
    • Related Report
      2008 Annual Research Report
  • [Presentation] Association Thesaurus Construction Methods based on Link Co-occurrence Analysis for Wikipedia2008

    • Author(s)
      M. Ito, K. Nakayama, T. Hara, S. Nishio
    • Organizer
      Conference on Information and Knowledge Management (CIKM)
    • Year and Date
      2008-10-28
    • Related Report
      2010 Final Research Report
  • [Presentation] Association Thesaurus Construction Methods based on Link Co-occurrence Analysis For Wikipedia2008

    • Author(s)
      M. Ito, K. Nakayama, T. Hara, S. Nishio
    • Organizer
      International Conference on Information and Knowledge Management (CIKM)
    • Place of Presentation
      California, USA.
    • Year and Date
      2008-10-28
    • Related Report
      2008 Annual Research Report
  • [Presentation] Wikipediaのカテゴリ解析による概念のベクトル化手法の拡張と評価2008

    • Author(s)
      白川真澄, 中山浩太郎, 原隆浩, 西尾章治郎
    • Organizer
      情報処理学会関西支部支部大会
    • Place of Presentation
      大阪
    • Year and Date
      2008-10-24
    • Related Report
      2008 Annual Research Report
  • [Presentation] Wikipedia Mining-Wikipedia as a Corpus for Knowledge Extraction-2008

    • Author(s)
      K. Nakayama, T. Hara, S. Nishio
    • Organizer
      International Wikipedia Conference(Wikimania)
    • Place of Presentation
      Alexandria, Egypt
    • Year and Date
      2008-07-18
    • Related Report
      2008 Annual Research Report
  • [Presentation] Wikipediaのカテゴリネットワークを用いた概念のベクトル化手法2008

    • Author(s)
      白川真澄, 中山浩太郎, 原隆浩, 西尾章治郎
    • Organizer
      情報処理学会研究報告(2008-DBS-145/2008-FI-91)
    • Place of Presentation
      小樽
    • Year and Date
      2008-06-20
    • Related Report
      2008 Annual Research Report
  • [Presentation] Wikipedia Link Structure and Text Mining for Semantic Relation Extraction2008

    • Author(s)
      K. Nakayama, T. Hara, S. Nishio
    • Organizer
      International Semantic Search Workshop (SemSearch)
    • Year and Date
      2008-06-02
    • Related Report
      2010 Final Research Report
  • [Presentation] Wikipedia Link structure and Text Mining for Semantic Relation Extraction2008

    • Author(s)
      K. Nakayama, T. Hara, S. Nishio
    • Organizer
      International Semantic Search Workshop(SemSearch)
    • Place of Presentation
      Karlsruhe, Germany
    • Year and Date
      2008-06-02
    • Related Report
      2008 Annual Research Report
  • [Remarks] ホームページ等

    • Related Report
      2010 Final Research Report
  • [Remarks] 成果公開用Webサイト(SigWP)

    • URL

      http://sigwp.org

    • Related Report
      2010 Final Research Report
  • [Remarks] 成果報告用Webサイト 注:2010年から変更

    • URL

      http://sigwp.org

    • Related Report
      2010 Annual Research Report
  • [Remarks] 成果報告用 Web サイト

    • URL

      http://wikipedia-lab.org

    • Related Report
      2009 Annual Research Report

URL: 

Published: 2008-04-01   Modified: 2016-04-21  

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